Mizanur Rahaman Nayan
Nanoelectronics Research Lab. Georgia Tech. GA. USA.
Pettit Microelectronics Building (C2-60)
791 Atlantic Dr NW
Atlanta, GA 30332
I am a Ph.D. student in the Nanoelectronics Research Lab at Georgia Tech, working under the supervision of Professor Azad J. Naeemi.
My research is dedicated to pioneering novel computing hierarchies that advance next-generation AI applications. I focus on integrating emerging memory devices to enable domain-specific and heterogeneous computing, alongside optimizing digital ML hardware accelerators. My work spans from macro design at the memory array level to architecture-level simulation and optimization.
I am driven by a passion for technological innovation, aiming to develop solutions that not only address current challenges but also lay the groundwork for a more sustainable and intelligent future.
news
Aug 30, 2024 | Awarded Center for Research into Novel Compute Hierarchies(CRNCH) Ph.D. Fellowship |
---|---|
Aug 01, 2024 | Journal Paper Accepted at Wiley International Journal of Circuit Theory and Applications, Paper Link |
Jan 11, 2024 | Awarded Silicon Creation Grant for ISSCC’24 |
Aug 15, 2023 | Excited to join Nanoelectronics Research Lab at Georgia Tech! |
selected publications
- Wiley IJCTAFrequency tunable CMOS ring oscillator-based Ising machineInternational Journal of Circuit Theory and Applications, 2024
- IEE ICECEA Deep Ensemble Model with an Efficient Feature for Multi-class Arrhythmia Classification Utilizing 12-Lead ECG SignalIn , 2022
- IEEE APSIPA ASCParallel Training of TN and ITN Models Through CycleGAN for Improved Sequence to Sequence Learning PerformanceIn , 2022
- IEE ACMI
- IEE ICECE